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Campbell Brown, once Meta’s inaugural news chief, is now spearheading Forum AI to evaluate how large language models handle complex, high‑stakes subjects such as geopolitics, mental health, finance, and hiring. After witnessing the launch of ChatGPT, she warned that AI could become the primary conduit for information—"not very good"—and set out to build a benchmark system that pairs world‑leading experts with AI judges. Forum AI’s Quest to Benchmark High‑Stakes AI Answers The company assembles experts—including Niall Ferguson, Fareed Zakaria, former Secretary of State Tony Blinken, former House Speaker Kevin McCarthy, and former cyber‑security chief Anne Neuberger—to design nuanced evaluation criteria. AI judges are then trained to match expert consensus, targeting roughly 90% agreement on contentious topics. Funding and Early Metrics: $3 Million Seed Round and 90% Human‑Expert Consensus Seed funding: $3 million led by Lerer Hippeau (closed fall 2025). Founded: 17 months ago in New York. Performance goal: achieve ≈90% consensus with human experts across geopolitics, finance, mental‑health, and hiring benchmarks. Why Current Foundation Models Miss the Mark on Truth and Bias Initial evaluations revealed systematic issues: Gemini sourced content from Chinese Communist Party sites unrelated to the query, and most models displayed a left‑leaning political tilt. Other failures include missing context, ignoring alternative perspectives, and straw‑man arguments—all of which erode user trust. Enterprise Audits as the Next Lever for Trustworthy AI Brown argues that businesses—especially those using AI for credit, lending, insurance, and hiring—have a strong liability incentive to demand accurate, auditable outputs. While many firms currently rely on superficial checkbox audits, Forum AI proposes deep, domain‑expert‑driven evaluations to meet emerging regulatory requirements, such as New York City’s hiring‑bias law. Looking Ahead: From Compliance Checks to a Truth‑Optimized AI Ecosystem Brown believes the industry stands at a crossroads: AI can either cater to user whims or prioritize “what’s real, honest, and truthful.” If enterprise demand for rigorous audits scales, it could force model developers to embed robust truth‑verification mechanisms, shifting the AI landscape toward higher reliability and public trust.

Executive Overview: Notion’s Leap into an Agentic WorkspaceIn a livestreamed product announcement on May 13, 2026, Notion introduced a developer platform that expands its AI capabilities from simple assistants to a full orchestration hub where custom agents, external tools, and live data collaborate.New Orchestration Layer Enables Multi‑Tool AI WorkflowsThe platform adds three core components:Workers: a cloud‑based sandbox where teams can deploy custom code, sync data, and trigger webhooks without external infrastructure.Database Sync: powered by Workers, it pulls data from any API‑enabled database (e.g., Salesforce, Zendesk, Postgres) directly into Notion pages.External Agent API: lets users chat with, assign tasks to, and monitor third‑party agents such as Claude Code, Cursor, Codex, and Decagon.All features are accessed through the new Notion CLI, now available on every plan.Metrics: Over 1 Million Agents and Free Access Through AugustSince the February launch of Custom Agents, customers have built more than 1 million agents.The credit system that powers both Custom Agents and Workers is offered free through August 2026, encouraging experimentation.Strategic Shift: From Productivity App to Automation InfrastructureBy positioning the workspace as a programmable hub, Notion moves beyond its traditional note‑taking identity and enters the competitive arena of workflow‑automation platforms. This aligns with a broader industry trend where AI companies are evolving from chat‑only tools to agentic systems capable of acting across multiple software environments.Future Outlook: Notion’s Role in the Emerging AI‑Agent EcosystemCEO Ivan Zhao emphasized the vision: “Any data, any tool, any agent— that’s the big picture for the Notion Developer Platform.” As enterprises seek to embed AI deeper into knowledge work, Notion’s unified platform could become a core piece of internal AI infrastructure, potentially attracting more third‑party agent partners and expanding its marketplace for custom automation solutions.

The Copyright Infringement VerdictKanye West has lost a lawsuit which alleged he infringed on other artists' copyright by playing an uncleared sample of their work during a live event. The artist, now legally known as Ye, was found liable for using a sample of MSD PT2, an instrumental composed by four musicians: Khalil Abdul-Rahman, Sam Barsh, Josh Mease and Dan Seeff.The Donda Listening Event ControversyIn July 2021, Ye played his then-unreleased album Donda to 40,000 fans at a listening party held at Atlanta's Mercedes-Benz Stadium. The version of the song Hurricane featured the sample of MSD PT2, which had been made in 2018 and had made its way to Ye via another producer. Ye removed the sample from the finished version of Hurricane when it was released to the public, instead interpolating elements of it. The four musicians were added to the songwriting credits, acknowledging the interpolation.Financial Impact of the LawsuitThe plaintiffs argued that they were owed compensation for the sample being used in the earlier version broadcast at the listening party, because the event made money for Ye via ticket sales, merchandising and more. "There was no deal, no agreement, no licence, and no clearance," their lawyer Irene Lee argued in a Los Angeles court. A jury sided with the plaintiffs, who will receive a six-figure sum. Lawyers for Ye argued to Billboard that the sum would be smaller than the plaintiffs hoped for, claiming that Ye was not liable to pay the four separate sums named in the compensation award.Legal Precedents in Music SamplingThis case highlights the ongoing legal complexities around music sampling, particularly in live performances and unreleased works. The ruling establishes that even if a sample is later removed from a final commercial release, its use in a public, revenue-generating event can still constitute copyright infringement. The decision may encourage more musicians to seek clearance for even temporary or unreleased uses of copyrighted material in live settings.Ye's Legal Troubles ContinueYe had appeared in person during the hearing. "I pride myself on giving people what they deserve," he told the court, adding: "I feel like a lot of people try to take advantage of me. As I sit in this courtroom today, I just think people are trying to make more than they otherwise would because it's me." This is the second lawsuit that Ye has lost this year, after he was ordered to pay $140,000 to a handyman who alleged he wasn't paid for renovations he carried out at a Malibu mansion owned by Ye. A representative for Ye acknowledged the outcome of the trial but described it as a "failed shakedown."Broader Implications for Ye's CareerYe has also caused widespread outrage in recent years for a series of antisemitic remarks, songs and clothing designs, though in March he was nevertheless booked to perform a three-night run at London's Wireless festival, scheduled for July. Jewish groups, and politicians including Keir Starmer and London mayor Sadiq Khan, opposed the booking, and corporate sponsors pulled out of the festival. The Home Office then banned Ye from entering the UK, and the festival was cancelled. These legal and public relations challenges continue to impact Ye's professional opportunities and public image.

The Unparalleled Experience of CannesNothing prepares you for the shock that is the Cannes film festival: the adrenaline, the fatigue, the elation and the emotion, but also the hunger, the anger, the magic and the ridicule. For young cinephiles, and for almost everybody who works in the film industry, it is the mecca of cinema and has been so for nearly eight decades. Anyone going for the first time this week, as I did 25 years ago, should not listen to the old grognards – Cannes' battle-worn veterans – who will lament that the festival has become an abominable circus and swear this year will be their last. It is a circus, and you can bet they will be back for as long as their knees can take it. For there is nothing quite like it.From Resistance to Global Cinema HubBorn to counteract Benito Mussolini's Venice film festival, its first edition was planned for September 1939, but Adolf Hitler had other plans. The previous year, under pressure from Berlin and Rome, the Venice film festival's top prize, the Coppa Mussolini, was handed to Leni Riefenstahl's propaganda film Olympia, prompting the French, British and American delegates to walk out. Hence Cannes, conceived as the festival of the "free world". More than 80 years later, for all its sins, it has remained faithful to that founding promise.The Expansive Scale of Modern CannesOver the decades, Cannes has mutated into an ever-hungrier mammoth, needing more space, and more venues, as it attracts an increasing number of journalists and professionals. A purpose-built Palais des Festivals had to be erected in the 1980s. "The bunker", as we have come to call it, is not exactly beautiful but brutally efficient at managing Cannes' mind-boggling crowds. This year, about 40,000 accredited festival-goers are descending on the French Riviera from 140 different countries, with dozens of films selected across all sidebars. At the same time, the Marché du Film, running alongside the festival since the late 1960s, is gathering about 16,000 participants, with thousands of films and projects up for sale. Cannes is both a summit for the cinema elite and a giant film bazaar.Three Worlds Colliding at La CroisetteFor 11 days in May, three different worlds lead parallel lives – critics, deal-makers and red-carpet royalty – colliding almost by accident on the seafront boulevard known as La Croisette. Hundreds of critics watch multiple films a day with monastic discipline. When they give in to parties, they bitterly regret it the next morning. You can spot some of us sleeping through entire screenings; how some colleagues manage to review films is a mystery. I remember a well-known French critic who had such vivid dreams in the darkness that he became convinced they were scenes in the films. His reviews were full of brilliant analysis of moments that did not exist.We critics rush between screenings, press conferences, interviews, our desks and the bunker's free espresso machines, often forgetting to eat or even pee. Downstairs, in the bunker's basement, and in hotel suites and rented apartments, the film market runs day and night: buyers juggle numbers, producers charm, directors and screenwriters fight for their vision. Above them floats Cannes' top layer – stars and "talent" spending hours in hair and makeup before climbing the 24 steps of the red carpet in borrowed couture and jewellery. When people in the industry groan, "oh God, it's Cannes again", it is this collision of financial anxiety, choreographed glamour and sheer exhaustion they are bracing themselves for.The Magic and Meaning Behind the GlamourThese worlds sometimes collide in the most poetic or grotesque ways. One morning, rushing to my first screening at 7.30am, I was walking along the Croisette when I saw, coming towards me, slightly dishevelled in a tuxedo, Jack Nicholson on his way back to his hotel after a long night. I smiled, he smiled back. He was alone, no bodyguards, no chaperones. Those were the days. I also shared a lift with Takeshi Kitano in full samurai attire, and I will never forget turning into a hotel corridor and finding myself nose to nose with Max von Sydow – Ingmar Bergman's medieval knight from The Seventh Seal. My cinephile heart skipped a beat.One of my favourite sidebars in Cannes, alongside the competition where you watch the year's best crop of films, is Cannes Classics, showing restored world masterpieces and documentaries about cinema. I always start the festival there: it is the best way to reset and begin afresh. Then I am ready for the 10-day onslaught of motion pictures, and for the magic moment that precedes each Cannes screening – the festival's own jingle, a palm ascending the red carpet from underwater and then into the sky, lifted by the ethereal arpeggios of Camille Saint-Saëns's Carnival of the Animals.Cannes: Enduring Symbol of Cinematic ResistanceIn 1955, Cannes gave its first official Palme d'Or to Delbert Mann's Marty; half a century later I found myself befriending its wonderful star, Betsy Blair, on the Croisette. I had the joy of seeing Ken Loach twice climbing those steps to collect the Palme, escorted by police outriders from Nice airport as if he were a head of state. I watched Iranian directors Jafar Panahi and Mohammad Rasoulof showing films at peril to their lives. For all the craziness of the red carpet and the samurai outfits, Cannes never forgets that it was founded as a gesture of resistance. That, as much as the glamour and the exhaustion, is why we keep going back.

The Women's Six Nations Decider Ruby Tui, the New Zealand rugby legend, has expressed her support for France to win the Women's Six Nations grand slam decider against England. Tui, who has been working as a pundit for the BBC, believes that France has the potential to end England's seven-year trophy hold. Tui's Perspective on the Game Tui attended her first Six Nations match earlier this year and was impressed by the French team's performance. She highlighted their ability to turn the game around, citing their quarter-final match against Ireland at the World Cup, where they came back from 13-0 down to win 18-13. The Challenge for France Tui noted that France will have to find a way to keep England's Zoe Harrison quiet if they are to have a chance. However, she also acknowledged that England has been dealing with a significant number of injuries and absences, with over 10 players unavailable. The Impact of Injuries and Absences Tui praised England's ability to continue winning despite these challenges, stating that it is a testament to their world-class team. She emphasized the importance of having a strong bench and a deep pool of players to maintain standards. The Future of Women's Rugby Tui also expressed her admiration for the crowd numbers and attendance momentum in the Women's Six Nations. She credited the individual players for being a huge draw for supporters and emphasized the need for personalities and characters in the game. Tui's Potential Return to Rugby Tui, who hasn't played since the 2025 World Cup, has been having conversations with teams about a potential return. While she is not ruling out a comeback, she is focused on her media work, for which she has been nominated for several awards.

The LeadeBay has firmly rejected GameStop's $56 billion takeover bid, calling the proposal "neither credible nor attractive" due to financing concerns and doubts about the combined company's growth prospects. The rejection comes as GameStop CEO Ryan Cohen attempts to take the offer directly to shareholders despite significant skepticism from analysts and investors.The Rejection DetailseBay, which has roughly four times GameStop's market value, underscored on Tuesday that its turnaround efforts under CEO Jamie Iannone have boosted growth, with its stock returning 201 percent since Iannone took the position six years ago. "We have concluded that your proposal is neither credible nor attractive," eBay Chairman Paul Pressler said in a statement. "eBay's Board is confident the company, under its current management team, is well-positioned to continue to drive sustainable growth."He also pointed to concerns with GameStop's bid, including its financing, its effect on eBay's long-term growth and the leadership structure of a potentially combined company. GameStop did not immediately respond to a request for comment.Financial Analysis and Market ReactionLast week, GameStop CEO Ryan Cohen surprised Wall Street with his bid, which included a $20 billion debt financing commitment from TD Bank. Analysts and investors have doubted whether the half-cash, half-stock bid for eBay from the $12 billion video game retailer would close.eBay stock has been trading far below the offer price of $125 per share since the bid was made this month. It fell 1.3 percent on Tuesday to $106.68, while GameStop was down nearly 2 percent in early trading. In the last 12 months, eBay's stock has climbed 56 percent while GameStop's has dropped 18 percent.Industry ImplicationsThe proposed deal is drawing attention in a robust mergers and acquisitions market and among retail investors, for whom Cohen has been a hero since he helped rally a short squeeze in 2021 that hurt hedge funds such as Melvin Capital. The offer has upset some GameStop investors; Michael Burry, of The Big Short fame, sold his stake after the offer, warning it would saddle GameStop with debt and dilute share value.Both eBay and GameStop sell collectibles such as trading cards, but their main businesses are different. While eBay earns fees by connecting buyers and sellers online without holding inventory, GameStop buys goods wholesale and resells them through physical stores. Analysts noted that eBay already has an EBITDA margin of 31 percent, three times higher than GameStop's 10 percent.Future OutlookCohen, who has built a 5 percent position in eBay, has signaled he may be ready to take the offer directly to eBay shareholders, possibly by calling a special meeting. That can be difficult as calling a meeting requires a bigger stake. The GameStop CEO said he has a debt financing commitment letter from TD, contingent on the combined company receiving an investment-grade rating. Moody's said last week the deal would be credit negative for eBay. Sources familiar with the matter said eBay thinks it is highly unlikely that a combined company would be considered investment grade.Cohen has argued that by combining GameStop and eBay, he could cut costs and find synergies to create a much bigger enterprise. He said he could boost eBay's profitability by replicating GameStop's cost-cutting drive and use its 600 US stores as a physical network to help turn eBay into a tougher rival to Amazon. In a CNBC interview, Cohen offered little explanation of how GameStop would finance the deal, saying only that it would be paid for with cash and stock.

GameStop’s audacious proposal to acquire eBay for $55.5bn has been rebuffed by eBay’s board, which labeled the bid “neither credible nor attractive.” The offer, blending cash and newly issued shares, exposes serious doubts about financing, valuation, and strategic fit for both companies.GameStop's Audacious $56bn Offer to Acquire eBayIn early May 2026, Ryan Cohen, GameStop’s chief executive, announced a hostile‑style bid to purchase online marketplace eBay at $125 per share. The proposal would see GameStop, valued at roughly $11bn at the time, attempting to buy a firm four times its size, funded half in cash and half by issuing a large tranche of new GameStop shares.Financial Mechanics: Cash, Shares, and the $28bn Cash CommitmentAdvertised cash component: $28bnOf that, $20bn is tied to a non‑binding “expression of confidence” from TD Bank, contingent on GameStop obtaining investment‑grade ratings from two major credit agencies.The remaining cash would need to be raised through debt or equity, a prospect complicated by the leverage required for a reverse takeover.The equity portion would dilute existing shareholders, as GameStop would issue an “avalanche” of new shares to cover the balance of the purchase price.Strategic Implications for eBay and the Wider Marketplace LandscapeeBay’s board sees little strategic upside in swapping its relatively stable, 50%‑up‑in‑12‑months stock for GameStop’s volatile, meme‑stock‑driven equity. The two businesses operate in distinct segments—eBay’s online marketplace versus GameStop’s brick‑and‑mortar gaming retail—offering limited cross‑selling synergies. Moreover, Cohen’s public statements about cutting eBay’s marketing budget and leveraging GameStop’s 1,600 stores raise questions about operational integration.What Lies Ahead: Potential Outcomes and Market ReactionsThe bid’s credibility hinges on GameStop securing the promised financing and convincing eBay shareholders that the merger adds value. With GameStop’s share price already slipping since the proposal’s launch, investor confidence appears waning. If the offer collapses, GameStop may return to focusing on its core retail turnaround, while eBay is likely to continue pursuing organic growth and possible strategic acquisitions that align more closely with its digital marketplace model.

Social media platforms have become a lucrative hunting ground for fraudsters in Jordan, luring buyers with promises of cheap gold that turn out to be counterfeit or nonexistent.Rise of Gold Scams on Jordanian Social MediaTwo recent cases illustrate how the scheme operates:Mohammed Nassar was offered gold at a price lower than local market rates by an “online store” claiming exemption from manufacturing fees and licences. After transferring the funds, the website vanished.Tala Al‑Habashneh purchased gold through a social‑media platform, only to discover the metal was mixed with cheaper alloys and lacked official stamps or invoices.Both victims filed complaints with Jordan’s Cybercrime Directorate, which has logged multiple similar reports.Financial Toll on Victims and Market DistortionsWhile exact loss figures have not been disclosed, the scams undermine consumer confidence and can depress legitimate gold prices by creating a perception of abundant cheap supply. Key consequences include:Direct monetary loss for individuals who transfer funds to untraceable accounts.Potential devaluation of certified gold due to market saturation with counterfeit pieces.Increased scrutiny on online marketplaces, which may limit legitimate e‑commerce growth.Regulatory Response and Enforcement GapsJordan’s primary oversight body, the Jordan Standards and Metrology Organisation (JSMO), inspects all imported jewellery and requires local workshops to submit items for verification. The agency has reported complaints about unlicensed sellers promoting “broken gold” on social media.The Cybercrime Directorate of the Public Security Directorate is coordinating with JSMO to monitor fraudulent accounts and has warned citizens to purchase gold only from licensed shops. Colonel Amer Al‑Sartawi emphasized that fraud cases range from vanished sellers to delivery of counterfeit metal.Outlook: Strengthening Oversight and Consumer VigilanceExperts predict a multi‑pronged approach:Enhanced digital monitoring by JSMO and security agencies to identify and shut down fraudulent pages quickly.Public awareness campaigns highlighting the risks of unverified online gold offers.Potential legislative amendments imposing stricter penalties on unlicensed jewellery sales.Until these measures take effect, consumers are advised to verify seller credentials, demand official invoices, and transact exclusively with accredited jewellery retailers.

The Labour Party's Economic CrossroadsAn influential group of Labour MPs has issued a stark warning that the party needs an urgent renewal of economic strategy to offer voters "more than better management of decline" before the next general election. This call comes amid mounting pressure on Keir Starmer's leadership, with the prime minister reportedly fighting to ward off a potential challenge.Internal Party Pressure Mounts on StarmerThe essays, published by the soft-left Tribune group, represent a thinly veiled attack on Starmer's leadership direction. Former cabinet minister Louise Haigh and prominent MP Yuan Yang, both contributors to the collection, have been among the first senior figures to openly call for Starmer's resignation. The publication comes after crushing defeats in local elections across Britain, which have intensified internal party tensions.Growing Leadership Challenge NumbersThe political crisis has escalated significantly, with more than 70 Labour MPs now urging Starmer to set out a timetable for his departure. Among those calling for change is Yuan Yang, who despite being a member of the Labour Growth Group once considered loyal to Starmer, has joined the chorus of discontent. The health secretary, Wes Streeting, is reportedly preparing to launch a challenge, while Andy Burnham, the mayor of Greater Manchester, is also seeking a route to parliament to pursue the leadership.Progressive Economic Policy ProposalsThe essay collection contains several bold policy proposals that signal a potential leftward shift for the party. Haigh has called for replacing Rachel Reeves's fiscal rules with a 10-year debt target instead of five years, allowing for more flexible investment approaches. She also proposed scrapping stamp duty in favor of a proportional property tax, increasing capital gains tax rates, and breaking up the Treasury to create a new growth ministry.Meanwhile, Yang has urged Labour to use its response to the Iran war to overhaul cost of living support. His proposals include implementing a free minimum energy guarantee modeled on Austria's system, further cuts to green and social levies on energy bills, and providing free bus fares for under-25s and universal credit recipients.Future Direction for Labour UncertainAs Labour faces this critical juncture, the party's future direction remains uncertain. The Tribune group has insisted their publication was long-planned and independent, aimed at "focusing on ideas not individuals." However, the timing suggests these proposals are part of a broader effort to reshape the party's economic direction amid leadership uncertainty. With potential successors already positioning themselves, Labour faces the challenge of defining its economic identity while navigating a potential leadership transition before the next general election.